{"id":"W4224100322","doi":"10.1002/hsr2.556","title":"RSV‐associated hospitalization in adults in the USA: A retrospective chart review investigating burden, management strategies, and outcomes","year":2022,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Respiratory viral infections research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Janssen Pharmaceuticals","keywords":"Medicine; Retrospective cohort study; Young adult; Disease; Emergency department; Pediatrics; Comorbidity; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00792629,0.00009665272,0.0002789815,0.0003581179,0.000492698,0.00006487944,0.0001088864,0.00001772039,0.00003880739],"category_scores_gemma":[0.0007441269,0.00007281353,0.00002243637,0.003220631,0.0002230116,0.0003351477,0.0001433131,0.0003709025,0.000001136375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126752,"about_ca_system_score_gemma":0.0009863132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002768911,"about_ca_topic_score_gemma":0.0008477236,"domain_scores_codex":[0.9971625,0.0001896064,0.0006250357,0.0004495858,0.001168905,0.0004044333],"domain_scores_gemma":[0.9990955,0.00002387944,0.0003129905,0.0003421022,0.0001079151,0.0001176429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002594106,0.00007413147,0.9960707,0.000520916,0.000002583188,0.0002413083,0.0008081466,0.00003013245,0.00001835488,0.0006818068,0.0001921275,0.001357244],"study_design_scores_gemma":[0.0002425228,0.000296057,0.9954126,0.001042166,0.00000333372,0.0001410741,0.001855214,0.000229648,0.000002388949,0.000347826,0.0003641901,0.00006297741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884751,0.001983079,0.000003408763,0.0053819,0.0000954809,0.002168084,9.241523e-7,0.0000211313,0.001870866],"genre_scores_gemma":[0.9953698,0.001336302,0.00005307965,0.002788294,0.00001118332,0.0003575193,0.000006613725,0.000006489131,0.00007073487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007182163,"threshold_uncertainty_score":0.4185784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05863901827308927,"score_gpt":0.4147971627310592,"score_spread":0.3561581444579699,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}